C&RT makes no assumption of a monotonic or parametric relationship with the outcome, is able to identify complex interactions among the predictor variables without a priori specification of the interaction terms, and can handle datasets where the number of predictors is high relative to the number of observations.
For stepwise regression, however, the probabilities of selecting a true predictor are higher for lower complexity of the data generating process and gradually decrease with increasing complexity, whereas the probabilities of selecting a true predictor in Bayesian model averaging with 50% posterior probability threshold does not show this sensitivity to increasing complexity.
Thus, the number of known predictors is highest for REy than the other RIIs.
The within-cohort prediction accuracy of dense whole-genome predictors is higher when we have closer familial relationships between training and testing samples, with accuracy in Orkney being higher than accuracy in Croatia for all three traits (Fig. 2A and B).
It does not surprise that the main predictors were high rates of aggressive and antisocial behaviour and thought problems.
In order of the strength of association, the independent predictors were high and moderate overall health service use, not reporting childhood sexual abuse, younger age, non-smoking, having children, no/low levels of anxiety symptoms, lifetime reported drug use, not being welfare reliant, being employed, not being obese, and high levels of physical functioning.
For Pap smear, the positive predictors were higher educational level, higher income, and ex-smoker.
These baseline predictors were: higher BMI and less interest in food.
Therefore, stronger positive correlations and CR (50 54) predictors were higher [HEGDP and GGEH], which may well indicate that HEGDP and GGEH is an important independent contributor to longevity.
A strong positive predictor of improvement after 6 and 12 months was higher baseline symptom intensity (caregivers' rating); weaker and negative predictors were higher disease severity (physicians' rating) and longer disease duration.
